Hao Zheng
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Hao Zheng has a total of 52 co-authors. Here are the top co-authors by number of shared publications:
- Yunquan Zhang
Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Wuhan University of Science and Technology, Wuhan, China
6 shared publications Jiajun Shen
Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Wuhan University of Science and Technology, Wuhan, China
4 shared publicationsYalin Zhang
Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Wuhan University of Science and Technology, Wuhan, China
4 shared publicationsJingjing Zhang
Hubei Province Key Laboratory of Occupational Hazard Identification and Control, School of Public Health, Wuhan University of Science and Technology, Wuhan, China
3 shared publications- Wenbiao Hu
Ecosystem Change and Population Health (ECAPH) Research Group, Centre for Immunology and Infection Control, Queensland University of Technology, Brisbane, Australia
3 shared publications Hong Su
Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China; Anhui Province Key Laboratory of Major Autoimmune Disease, Hefei, China
2 shared publications
Latest Publications
- 31 October 2025
- Published by Springer Nature in Journal of Urban Health
- Vol. 102 (5) , 999-1010
Mortality Risk from Chronic Ischemic Heart Disease Associated with Short-Term Co-Exposure to Summer Heatwave and Ozone
Summer heat and air pollution may pose a great threat to public health in the context of climate warming, however, their interactive effects on deaths from chronic ischemic heart disease (CIHD) have not been evaluated in existing investigations. This study aims to assess the associations of concurrent heatwave and ozone pollution with CIHD mortality in Chinese population. We carried out a province-wide, individual-level case-crossover study by analyzing 33,770 CIHD deaths occurring in warm season (May–September) across Jiangsu, eastern China, between 2016 and 2019. Spatially resolved estimates of maximum 8-h average ozone concentrations and air temperatures were estimated on case days and control days at the residential address. Heatwave events were defined using multiple temperature thresholds (percentiles 90–97.5) and durations (2–4 days). Conditional logistic regression model was employed to assess the odds ratio (OR) and its 95% confidence interval (CI) of CIHD death associated with heatwave and ozone exposure. Stratified analyses were performed to compare ozone-related risks on heatwave days versus non-heatwave days, and heatwave-related risks on low-ozone days versus high-ozone days. Additive interactive effects were testified using multiple metrics including relative excess odds due to interaction (REOI), proportion attributable to interaction (AP), and synergy index (SI). In the overall population, the odds of CIHD mortality were 1.010 (95% CI, 1.007–1.014) for a 10-µg/m3 rise in warm-season ozone at lag-01 day and ranged from 1.20 (95% CI, 1.15–1.25) to 1.64 (95% CI, 1.54–1.73) for heatwaves under various definitions. Stratified analyses showed intensified ozone-related CIHD risks on heatwave days compared to non-heatwave days and higher heatwave-related risks on high-ozone days than low-ozone days. We observed significant synergistic interactive effects of heatwave and high-level ozone on CIHD mortality (SI > 1), where the excess risk was elevated by 10–19% (REOI > 0) under co-exposure scenarios, and 8–11% (AP > 0) of the odds could be attributed to the additive interaction. Excess fractions of CIHD deaths attributable to heatwave and high-level ozone among overall populations ranged from 4.73% (95% CI, 3.21–6.25%) to 6.43% (95% CI, 4.33–8.45%) under different heatwave definitions. In stratified analyses, we observed similar synergistic effects across age groups and among female subgroups only in multiple heatwave definitions. This study provided novel evidence for the synergistical effects of short-term exposure to heatwave and ozone in elevating CIHD death risk and burden. Our findings highlighted the public health urgency of collective response to climate warming crisis and ambient ozone pollution.
- 31 October 2025
- Published by Springer Nature in Journal of Urban Health
- Vol. 102 (5) , 999-1010
Mortality Risk from Chronic Ischemic Heart Disease Associated with Short-Term Co-Exposure to Summer Heatwave and Ozone
Summer heat and air pollution may pose a great threat to public health in the context of climate warming, however, their interactive effects on deaths from chronic ischemic heart disease (CIHD) have not been evaluated in existing investigations. This study aims to assess the associations of concurrent heatwave and ozone pollution with CIHD mortality in Chinese population. We carried out a province-wide, individual-level case-crossover study by analyzing 33,770 CIHD deaths occurring in warm season (May–September) across Jiangsu, eastern China, between 2016 and 2019. Spatially resolved estimates of maximum 8-h average ozone concentrations and air temperatures were estimated on case days and control days at the residential address. Heatwave events were defined using multiple temperature thresholds (percentiles 90–97.5) and durations (2–4 days). Conditional logistic regression model was employed to assess the odds ratio (OR) and its 95% confidence interval (CI) of CIHD death associated with heatwave and ozone exposure. Stratified analyses were performed to compare ozone-related risks on heatwave days versus non-heatwave days, and heatwave-related risks on low-ozone days versus high-ozone days. Additive interactive effects were testified using multiple metrics including relative excess odds due to interaction (REOI), proportion attributable to interaction (AP), and synergy index (SI). In the overall population, the odds of CIHD mortality were 1.010 (95% CI, 1.007–1.014) for a 10-µg/m3 rise in warm-season ozone at lag-01 day and ranged from 1.20 (95% CI, 1.15–1.25) to 1.64 (95% CI, 1.54–1.73) for heatwaves under various definitions. Stratified analyses showed intensified ozone-related CIHD risks on heatwave days compared to non-heatwave days and higher heatwave-related risks on high-ozone days than low-ozone days. We observed significant synergistic interactive effects of heatwave and high-level ozone on CIHD mortality (SI > 1), where the excess risk was elevated by 10–19% (REOI > 0) under co-exposure scenarios, and 8–11% (AP > 0) of the odds could be attributed to the additive interaction. Excess fractions of CIHD deaths attributable to heatwave and high-level ozone among overall populations ranged from 4.73% (95% CI, 3.21–6.25%) to 6.43% (95% CI, 4.33–8.45%) under different heatwave definitions. In stratified analyses, we observed similar synergistic effects across age groups and among female subgroups only in multiple heatwave definitions. This study provided novel evidence for the synergistical effects of short-term exposure to heatwave and ozone in elevating CIHD death risk and burden. Our findings highlighted the public health urgency of collective response to climate warming crisis and ambient ozone pollution.
- Open Access
- 6 August 2025
- Published by Elsevier in Environment International
- Vol. 202, 109716
Short-term exposure to PM2.5 constituents and mortality risks for diabetes subtypes and related complications in eastern China
- 6 August 2025
- Published by Elsevier in Environment International
- Vol. 202, 109716
Open AccessShort-term exposure to PM2.5 constituents and mortality risks for diabetes subtypes and related complications in eastern China
- Open Access
- 13 May 2025
- Published by Elsevier in Environment International
- Vol. 200, 109529
Establishing and mapping heat-sensitive disease spectrum in eastern China: A comprehensive analysis of 1.4 million deaths involving 14 major disease categories
- 13 May 2025
- Published by Elsevier in Environment International
- Vol. 200, 109529
Open AccessEstablishing and mapping heat-sensitive disease spectrum in eastern China: A comprehensive analysis of 1.4 million deaths involving 14 major disease categories
- 9 January 2025
- Published by Elsevier in Environmental Research
- Vol. 268, 120818
Summer heatwave, ozone pollution and ischemic stroke mortality: An individual-level case-crossover study
- 9 January 2025
- Published by Elsevier in Environmental Research
- Vol. 268, 120818
Summer heatwave, ozone pollution and ischemic stroke mortality: An individual-level case-crossover study
- 26 September 2024
- Published by Elsevier in Science of The Total Environment
- Vol. 954, 176506
Short-term exposure to PM2.5 constituents, extreme temperature events and stroke mortality
- 26 September 2024
- Published by Elsevier in Science of The Total Environment
- Vol. 954, 176506
Short-term exposure to PM2.5 constituents, extreme temperature events and stroke mortality
- 15 August 2024
- Published by Elsevier in Science of The Total Environment
- Vol. 951, 175556
Developing and validating intracity spatiotemporal air quality health index in eastern China
- 15 August 2024
- Published by Elsevier in Science of The Total Environment
- Vol. 951, 175556
Developing and validating intracity spatiotemporal air quality health index in eastern China
- 23 May 2024
- Published by Elsevier in Journal of Hazardous Materials
- Vol. 474, 134714
Increased mortality risk from airborne exposure to polycyclic aromatic hydrocarbons
- 23 May 2024
- Published by Elsevier in Journal of Hazardous Materials
- Vol. 474, 134714
Increased mortality risk from airborne exposure to polycyclic aromatic hydrocarbons
- 1 June 2021
- Published by Elsevier in Chemosphere
- Vol. 272, 129926
Lower-than-standard particulate matter air pollution reduced life expectancy in Hong Kong: A time-series analysis of 8.5 million years of life lost
- 1 June 2021
- Published by Elsevier in Chemosphere
- Vol. 272, 129926
Lower-than-standard particulate matter air pollution reduced life expectancy in Hong Kong: A time-series analysis of 8.5 million years of life lost
- Open Access
- 25 April 2020
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 17 (9) , 2983
Urban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis
Understanding water intake variation is crucial for assessing human exposure to water pollutants. The correlation between water intake and demographic factors warrants further exploration. A cross-sectional study was conducted to estimate urban water consumption and its associated factors among adults in Wuxi, China, in 2015. The water consumption information was obtained by a 24-h self-report diary over seven consecutive days. A classification and regression tree (CART) analysis was applied to detect how water consumption varied with the demographic variables. Finally, a total of 1188 adults (18–87 years old) were included. The results demonstrated that the median water consumption of the adults was 1525 mL/day in summer and 1217 mL/day in winter. The results of the CART analysis demonstrated that body mass index (BMI) and age were the leading factors that were associated with water consumption in summer and winter, respectively. The water consumption threshold of BMI for men differed from women (23 kg/m2 vs. 18 kg/m2) in summer, and the threshold of age for men was also different from women (43 years vs. 21 years) in winter. In conclusion, the findings are useful for accurately assessing human exposure to water pollutants and identifying the high-risk subgroups.
- 25 April 2020
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 17 (9) , 2983
Open AccessUrban Water Consumption Patterns in an Adult Population in Wuxi, China: A Regression Tree Analysis
Understanding water intake variation is crucial for assessing human exposure to water pollutants. The correlation between water intake and demographic factors warrants further exploration. A cross-sectional study was conducted to estimate urban water consumption and its associated factors among adults in Wuxi, China, in 2015. The water consumption information was obtained by a 24-h self-report diary over seven consecutive days. A classification and regression tree (CART) analysis was applied to detect how water consumption varied with the demographic variables. Finally, a total of 1188 adults (18–87 years old) were included. The results demonstrated that the median water consumption of the adults was 1525 mL/day in summer and 1217 mL/day in winter. The results of the CART analysis demonstrated that body mass index (BMI) and age were the leading factors that were associated with water consumption in summer and winter, respectively. The water consumption threshold of BMI for men differed from women (23 kg/m2 vs. 18 kg/m2) in summer, and the threshold of age for men was also different from women (43 years vs. 21 years) in winter. In conclusion, the findings are useful for accurately assessing human exposure to water pollutants and identifying the high-risk subgroups.
- Open Access
- 4 March 2020
- Published by Springer Nature in BMC Public Health
- Vol. 20 (1) , 1-10
Risk factor analysis of insufficient fluid intake among urban adults in Wuxi, China: a classification and regression tree analysis
Background: Dehydration due to insufficient fluid intake (IFI) is detrimental to health. This cross-sectional study aimed to assess the fluid intake of urban adults in Wuxi, China, and to identify potential risk factors contributing to IFI. Methods: Adults were selected from the urban area of Wuxi, China, using a multiple-stage random sampling method. The fluid intake information was obtained with a 24-h self-reported diary over seven consecutive days in both summer and winter of 2015. A classification and regression tree (CART) analysis was conducted to detect the potential risk factors associated with IFI. CART is a machine-learning algorithm that portions the data into subsets by threshold. Results: A total of 584 adults aged 18–87 years were included. The results showed that the median (P25–P75) values of daily fluid intake of the participants were 1100 (800–1550) mL in summer and 1000 (750–1300) mL in winter. Women had a higher prevalence of IFI than men in both summer (odds ratio (OR) = 2.683, 95% confidence interval (CI): 1.830–3.934) and winter (OR = 2.636, 95% CI: 1.677–4.142). The results of CART analysis showed that, in summer, BMI < 25 kg/m2 (probability: 64.2%) and age < 64 years (probability: 67.4%) were main risk factors of IFI for men, and BMI < 29 kg/m2 (probability: 81.6%) and living in C Community (probability: 86.7%) were main risk factors for women. In winter, age < 40 years (probability: 81.8%) and BMI < 20 kg/m2 (probability: 94.5%) were identified as main risk factors of IFI for men and women, respectively. Conclusions: Most of the participants living in the study site had IFI. The fluid consumption varied by gender, age, location, and BMI. The findings could be useful for the implementation and optimization of intervention programs by identifying the individuals who may at greater risk of dehydration.
- 4 March 2020
- Published by Springer Nature in BMC Public Health
- Vol. 20 (1) , 1-10
Open AccessRisk factor analysis of insufficient fluid intake among urban adults in Wuxi, China: a classification and regression tree analysis
Background: Dehydration due to insufficient fluid intake (IFI) is detrimental to health. This cross-sectional study aimed to assess the fluid intake of urban adults in Wuxi, China, and to identify potential risk factors contributing to IFI. Methods: Adults were selected from the urban area of Wuxi, China, using a multiple-stage random sampling method. The fluid intake information was obtained with a 24-h self-reported diary over seven consecutive days in both summer and winter of 2015. A classification and regression tree (CART) analysis was conducted to detect the potential risk factors associated with IFI. CART is a machine-learning algorithm that portions the data into subsets by threshold. Results: A total of 584 adults aged 18–87 years were included. The results showed that the median (P25–P75) values of daily fluid intake of the participants were 1100 (800–1550) mL in summer and 1000 (750–1300) mL in winter. Women had a higher prevalence of IFI than men in both summer (odds ratio (OR) = 2.683, 95% confidence interval (CI): 1.830–3.934) and winter (OR = 2.636, 95% CI: 1.677–4.142). The results of CART analysis showed that, in summer, BMI < 25 kg/m2 (probability: 64.2%) and age < 64 years (probability: 67.4%) were main risk factors of IFI for men, and BMI < 29 kg/m2 (probability: 81.6%) and living in C Community (probability: 86.7%) were main risk factors for women. In winter, age < 40 years (probability: 81.8%) and BMI < 20 kg/m2 (probability: 94.5%) were identified as main risk factors of IFI for men and women, respectively. Conclusions: Most of the participants living in the study site had IFI. The fluid consumption varied by gender, age, location, and BMI. The findings could be useful for the implementation and optimization of intervention programs by identifying the individuals who may at greater risk of dehydration.